Samuel Kaski | Researcher Profile | Sotabase

Career

· Founding Director, ELLIS Institute Finland2025–

· Turing AI World-Leading Researcher Fellow, The Alan Turing Institute2021–

· Professor of AI, University of Manchester2020–

· Various Positions, Helsinki Institute for Information Technology2008–

· Professor, Aalto University2005–

· Professor, University of Helsinki2004–2005

Publications (507)

Self organization of a massive document collection

IEEE Trans. Neural Networks Learn. Syst. · 2000

1,052

cited

A community effort to assess and improve drug sensitivity prediction algorithms

Nature Biotechnology · 2014

701

cited

WEBSOM - Self-organizing maps of document collections

Neurocomputing · 1998

622

cited

Dimensionality reduction by random mapping: fast similarity computation for clustering

1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227) · 1998

451

cited

Bibliography of Self-Organizing Map SOM) Papers: 1998-2001 Addendum

2003

405

cited

Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization

Journal of machine learning research · 2010

400

cited

Bibliography of Self-Organizing Map (SOM) Papers: 1981-1997

1998

362

cited

Neighborhood Preservation in Nonlinear Projection Methods: An Experimental Study

International Conference on Artificial Neural Networks · 2001

284

cited

Local multidimensional scaling

Neural Networks · 2006

268

cited

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2015

266

cited

Fundamentals and Recent Developments in Approximate Bayesian Computation

Systematic Biology · 2016

263

cited

Exploratory Data Analysis by the Self-Organizing Map: Structures of Welfare and Poverty in the World

1996

231

cited

Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration

Knowledge Discovery and Data Mining · 1996

210

cited

Mining massive document collections by the WEBSOM method

Information Sciences · 2004

190

cited

Analysis and visualization of gene expression data using Self-Organizing Maps

Neural Networks · 2002

189

cited

Comparing Self-Organizing Maps

International Conference on Artificial Neural Networks · 1996

189

cited

Bayesian Canonical correlation analysis

Journal of machine learning research · 2013

188

cited

Newsgroup Exploration with WEBSOM Method and Browsing Interface

1996

180

cited

Likelihood-Free Inference by Ratio Estimation

Bayesian Analysis · 2016

170

cited

Bankruptcy analysis with self-organizing maps in learning metrics

IEEE Trans. Neural Networks · 2001

168

cited

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